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cs.SE2026
Temporal Adaptive Fine-Tuning for Code Comprehension
Alex Wolf, Pooja Rani, Harald C. Gall
Repository-level code comprehension question answering (QA) supports developer reasoning over functionality and usage distributed across codebases. However, repository-specialized…
cs.SE2026
Do LLMs Favor Their Providers? Measuring Vertical Integration Bias in Code Generation
Melih Catal, Alex Wolf, Tiago Ferreiro Matos +2
Large Language Models (LLMs) have become an integral part of software development, especially with the advent of agentic capabilities. Yet, many frontier LLMs are affiliated with s…